Author

Qingyu Yin

Observed name: Yin, Qingyu

Institutions: Georgia Institute of Technology, Amazon (United States), Zhejiang University

Observed institutions: Georgia Institute of Technology, Amazon (United States), Zhejiang University

ORCID: 0009-0000-5612-5521

Observed ORCID: 0009-0000-5612-5521

OpenAlex ID: A5111338018

Scientific Large Language Models: A Survey on Biological & Chemical Domains

2025 · Qiang Zhang, Keyan Ding, et al. · ACM Computing Surveys · 125

PDF

Omnireg-gpt: a high-efficiency foundation model for comprehensive genomic sequence understanding

2025 · Aowen Wang, Jiaqi Li, et al. · Nature Communications · 4

Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning

2024 · Qingyu Yin, Xuzheng He, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 3

PDF

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

2026 · Wang, Zhilin, Song, Han, et al. · arXiv (Cornell University)

PDF

On the Geometry of On-Policy Distillation

2026 · Shen, Zhennan, Li, Yanshu, et al. · arXiv (Cornell University)

PDF

Instant Personalized Large Language Model Adaptation via Hypernetwork

2026 · Association for Computational Linguistics 2026, Chen, Pei, et al. · Underline Science Inc.

A Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction

2026 · Association for Computational Linguistics 2026, Gan, Chengguang, et al. · Underline Science Inc.

JoyAI-LLM Flash: Advancing Mid-Scale LLMs with Token Efficiency

2026 · Cai, Aichen, Zhang, Anmeng, et al. · arXiv (Cornell University)

PDF

HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning

2026 · Wang, Weiqi, Liu, Xin, et al. · arXiv (Cornell University)

PDF

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

2026 · Huang, Wenxuan, Zeng, Yu, et al. · arXiv (Cornell University)

PDF

Finding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering

2026 · Leong, Chak Tou, Chen, Dingwei, et al. · arXiv (Cornell University)

PDF

QUBRIC: Co-Designing Queries and Rubrics for RL Beyond Verifiable Rewards

2026 · Rongzhi Zhang, Rui Feng, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)

PDF

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent

2026 · Zhen Fang, Yu Zeng, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

PDF

Induction Head Toxicity Mechanistically Explains Repetition Curse in Large Language Models

2025 · Wang, Shuxun, Yin, Qingyu, et al. · arXiv (Cornell University)

PDF

Works count: 14

Citation count: 132

H-index: 3

I10-index: 1